公开(公告)号：US20180338159A1

公开(公告)日：2018-11-22

申请号：US15982382

申请日：2018-05-17

Applicant: Samsung Electronics Co,. Ltd.

Inventor： Parichay KAPOOR ,  Ji-hun OH ,  Kwang-hoon SON ,  Young-chul CHO ,  Yong-sup PARK ,  Hyun-jung KIM

IPC: H04N19/59 ,  H04N5/232 ,  G06N3/02

Abstract: A super-resolution processing method of a moving image is provided. The super-resolution processing method of a moving image includes sequentially inputting a plurality of input frames included in the video to any one of a recurrent neural network (RNN) for super-resolution processing and a convolutional neural network (CNN) for super-resolution processing, sequentially inputting a frame sequentially output from the any one of the RNN and the CNN to an additional one of the RNN and the CNN, and upscaling a resolution of the output frame by carrying out deconvolution with respect to a frame sequentially output from the additional one of the RNN and the CNN.